@inproceedings{HaMo20b,
  author={Mattis Hartwig and Ralf Möller},
  title={How to Encode Dynamic Gaussian Bayesian Networks as Gaussian Processes?},
  booktitle = {{AI} 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, {AI} 2020}},
  address = { Canberra, ACT, Australia, November 29-30, 2020},
  series    = {Lecture Notes in Computer Science (LNCS)},
  volume    = {12576},
  pages     = {371--382},
  publisher = {Springer},
  doi = {https://doi.org/10.1007/978-3-030-64984-5_29}
}

@Article{OJCC_2020v7i1n01_Bittner,
        title     = {Hardware Accelerating the Optimization of Transaction Schedules via Quantum Annealing by Avoiding Blocking},
        author    = {Tim Bittner and
                     Sven Groppe},
        journal   = {Open Journal of Cloud Computing (OJCC)},
        issn      = {2199-1987},
        year      = {2020},
        volume    = {7},
        number    = {1},
        pages     = {1--21},
        url       = {http://nbn-resolving.de/urn:nbn:de:101:1-2020112218332015343957}
    }

@inproceedings{schiff2020ai,
    author = {Simon Schiff and Felix Kuhr and Sylvia Melzer and Ralf Möller},
    title = {AI-based Companion Services for Humanities},
    booktitle = {AI methods for digital heritage, Workshop at 43rd German Conference on Artificial Intelligence},
    year = {2020},
    pages = {},
    type = {extended abstract},
    pubstate = {unpublished},
    location = {Bamberg}
}

@inproceedings{BaierHofmannKuehlMohrSatzger2020,
	title = {Handling Concept Drifts in Regression Problems – the Error Intersection Approach},
	language = {English},
	booktitle = {Proceedings of 15th International Conference on Wirtschaftsinformatik, 2020, Potsdam, Germany},
	author = {Lucas Baier, Marcel Hofmann, Niklas Kühl, Marisa Mohr, Gerhard Satzger},
	year = {2020},
        doi = {https://publikationen.bibliothek.kit.edu/1000105012}
}

@inproceedings{PotBr20,
  author = {Tristan Potten and Tanya Braun}, 
  title = {{Benchmarking Inference Algorithms for Probabilistic Relational Models}}, 
  booktitle = {ICCS-20 Proceedings of the 25th International Conference on Conceptual Structures}, 
  year = {2020},
  doi = {https://doi.org/10.1007/978-3-030-57855-8_15}
}

@article{PoensgenM20a,
  author    = {Peter Poensgen and Ralf M{\"{o}}ller},
  title     = {{Branch-and-Bound Ranked Search by Minimizing Parabolic Polynomials}},
  journal   = {Open J. Databases},
  volume    = {7},
  number    = {1},
  pages     = {12--20},
  year      = {2020},
  url       = {https://www.ronpub.com/ojdb/OJDB_2020v7i1n02_Poensgen.html}
}

@techreport{Har20,
    Author = {Mattis Hartwig},
    Title = {{Efficient Query Answering in Nonparametric
Probabilistic Graphical Models}},
    Year = {2020},
    date = {21.-25.09.2020},
    address = {Bamberg},
    Institution = {German Conference on Artificial Intelligence (K{\"u}nstliche Intelligenz)},
    Note = {43rd German Conference on Artificial Intelligence, Doctoral Consortium}
}

@book{GoeBrSc20,
  author = "G\"unther G\"orz and Tanya Braun and Ute Schmid (Eds.)",
  title = "{Handbuch der Künstlichen Intelligenz, 6. Auflage}",
  year = "2020",
  publisher = "De Gruyter"
}

@inproceedings{MohFiMo,
	author = {Marisa Mohr, Nils Finke, Ralf M{\"o}ller},
        title = {{On the Behaviour of Permutation Entropy on Fractional Brownian Motion in a Multivariate Setting}},
	booktitle = {Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020 (APSIPA-ASC)},
	year = {2020},
        pages = {189--196},
        publisher = {IEEE},
        doi = {https://ieeexplore.ieee.org/document/9306466}
}

@techreport{MohWilMo20,
    Author = {Marisa Mohr and Florian Wilhelm and  Ralf M\"oller},
    Title = {{On the Behaviour of Weighted Permutation Entropy on Fractional Brownian Motion - Extended}},
    Year = {2020},
    Institution = {IFIS, Universit{\"a}t zu L{\"u}beck},
    Note = {Technical Report}
}

@Article{OJDB_2020v7i1n01_Poensgen,
       author    = {Peter Poensgen and Ralf M{\"o}ller},
        title     = {{Quasi-Convex Scoring Functions in Branch-and-Bound Ranked Search}},
        journal   = {Open Journal of Databases (OJDB)},
        issn      = {2199-3459},
        year      = {2020},
        volume    = {7},
        number    = {1},
        pages     = {1--11},
        url       = {https://www.ronpub.com/ojdb/OJDB_2020v7i1n01_Poensgen.html},
        publisher = {RonPub},
        abstract = {For answering top-k queries in which attributes are aggregated to a scalar value for defining a ranking, usually the well-known branch-and-bound principle can be used for efficient query answering. Standard algorithms (e.g., Branch-and-Bound Ranked Search, BRS for short) require scoring functions to be monotone, such that a top-k ranking can be computed in sublinear time in the average case. If monotonicity cannot be guaranteed, efficient query answering algorithms are not known. To make branch-and-bound effective with descending or ascending rankings (maximum top-k or minimum top-k queries, respectively), BRS must be able to identify bounds for exploring search partitions, and only for monotonic ranking functions this is trivial. In this paper, we investigate the class of quasi-convex functions used for scoring objects, and we examine how bounds for exploring data partitions can correctly and efficiently be computed for quasi-convex functions in BRS for maximum top-k queries. Given that quasi-convex scoring functions can usefully be employed for ranking objects in a variety of applications, the mathematical findings presented in this paper are indeed significant for practical top-k query answering.}
    }

@phdthesis{Bra20,
  author = "Tanya Braun",
  title = "{Rescued from a Sea of Queries: Exact Inference in Probabilistic Relational Models}",
  school = "University of L\"ubeck",
  year = "2020",
  note = "PhD thesis"
}

@book{GoeBrSc20,
  author = "G\"unther G\"orz and Tanya Braun and Ute Schmid (Eds.)",
  title = "{Handbuch der K\"unstlichen Intelligenz, 6. Auflage}",
  year = "2020",
  publisher = "De Gruyter",
  url = {https://www.degruyter.com/view/title/558044?rskey=Yc1Ty5}
}

@misc{schiff2020ai,
    author = {Simon Schiff and Felix Kuhr and Sylvia Melzer and Ralf Möller},
    title = {AI-based Companion Services for Humanities},
    booktitle={AI methods for digital heritage, Workshop at 43rd German Conference on Artificial Intelligence},
    year = {2020},
    type = {extended abstract},
    pubstate = {unpublished},
    location = {Bamberg}
}

@article{KuhBeBrMo20c,
author={Felix Kuhr and Magnus Bender and Tanya Braun and Ralf M\"oller},
title={Augmenting and Automating Corpus Enrichment},
journal={Int. J. Semantic Computing},
volume={14},
number={2},
pages= {173--197},
year={2020},
doi = {https://dx.doi.org/10.1142/S1793351X20400061}
}

@inproceedings{Bittner20TransactionScheduleQuantumAnnealing,
  author = {Tim Bittner and Sven Groppe},
  title = {Avoiding Blocking by Scheduling Transactions Using Quantum Annealing},
  year = {2020},
  isbn = {9781450375030},
  publisher = {Association for Computing Machinery (ACM)},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3410566.3410593},
  booktitle = {Proceedings of the 24th Symposium on International Database Engineering \& Applications (IDEAS), Seoul, Republic of Korea (virtual due to Covid-19 pandemic)}
}

@inproceedings{SchOe20a,
	Author = {Simon Schiff and Özgür Lütfü Özçep},
	Booktitle = {Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference {(FLAIRS-20)}},
	Title = {Bounded-Memory Criteria for Streams with Application Time},
	Year = {2020}
}

@inproceedings{MeSchMo21,
	Author = {Sylvia Melzer, Simon Schiff, Ralf Möller},
	Booktitle = {Proceedings of the 34rd International Florida Artificial Intelligence Research Society Conference {(FLAIRS-21)}},
	Title = {Combining Holistic and Complementary Document Representations for Information Retrieval},
        Booktitle = {Proceedings of the 34rd International Florida Artificial Intelligence Research Society Conference (FLAIRS 2021)},
address = {North Miami Beach, Florida, USA},
        date = {May 17-20, 2020},
        publisher = {{AAAI} Press},
        doi = {}
}

@inproceedings{oezcep20Cone,
	Author = {{\"O}z{\c{c}}ep, {\"O}zg{\"u}r L{\"u}tf{\"u} and Leemhuis, Mena and Wolter, Diedrich},
	Booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI-20}},
	Date-Modified = {2020-05-05 17:51:59 +0200},
	Keywords = {own,acceptedForPublication},
	Title = {Cone semantics for logics with negation},
	Year = {2020}}

@inproceedings{oezcep20conesNegation,
	Author = {{\"{O}}zg{\"{u}}r L{\"{u}}tf{\"{u}} {\"{O}}z{\c{c}}ep and Mena Leemhuis and Diedrich Wolter},
	Booktitle = {Proceedings of the 43rd German Conference on Artificial Intelligence, {KI 2020}},
	Date-Added = {2020-07-30 13:16:05 +0200},
	Date-Modified = {2020-08-27 12:09:11 +0200},
	Note = {In press},
	Title = {Cones, Negation, And All That},
	Year = {2020},
	Bdsk-Url-1 = {https://doi.org/10.24963/ijcai.2020/252}}

@inproceedings{HarMoMo20,
	Author = {Mattis Hartwig, Marisa Mohr, Ralf M{\"o}ller},
	Booktitle = {Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference {(FLAIRS-33)}},
	Title = {Constructing Gaussian Processes for Probabilistic Graphical Models},
	Year = {2020},
        doi = {https://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18407/17520}
}

@Article{OJIOT_2020v6i1n01e_VLIOT2020,
        title     = {Due to COVID-19 the World's Activities Stopped, but not Research: Workshop on Very Large Internet of Things (VLIoT 2020)},
        author    = {Sven Groppe and Mu-Chun Su},
        journal   = {Open Journal of Internet Of Things (OJIOT)},
        issn      = {2364-7108},
        year      = {2020},
        volume    = {6},
        number    = {1},
        pages     = {1--5},
        url       = {https://www.ronpub.com/ojiot/OJIOT_2020v6i1n01e_VLIOT2020.html}
}

@inbook{wolter20kihandbuch,
	Author = {Diedrich Wolter and \"Ozg\"ur L. {\"O}z\c{c}ep},
	Title = {Handbuch der K{\"u}nstlichen Intelligenz},
        Chapter = {Kapitel 4: Wissen {\"u}ber Raum und Zeit}
        Year = {2020},
        Pages = {101--142},
        Publisher = {De Gruyter},
        DOI = {https://doi.org/10.1515/9783110659948-004},
        Keywords = {invitedContribution}
}